%0 Journal Article %T A New Generalization of Chebyshev Inequality for Random Vectors %A Xinjia Chen %J Mathematics %D 2007 %I arXiv %X In this article, we derive a new generalization of Chebyshev inequality for random vectors. We demonstrate that the new generalization is much less conservative than the classical generalization. %U http://arxiv.org/abs/0707.0805v2